{"id":"W4408021319","doi":"10.18060/28814","title":"Examining Social Work Education","year":2024,"lang":"en","type":"article","venue":"Advances in Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Simon Fraser University; Colorado Mesa University; De La Salle University; Illinois State University; Montclair State University; Utah Valley University; University of Southern Maine; University of Denver; University of Alberta; Florida Gulf Coast University; Fordham University; North Carolina Central University; Texas State University; Georgia State University; University of Pittsburgh; Beijing Normal University; Tulane University; Arizona State University; East Carolina University; Eastern Washington University; University of South Florida; James Madison University; Florida International University; West Chester University; Boise State University; University of Akron; University of Pennsylvania; Valparaiso University; Queensland University of Technology; University of Connecticut; Western Carolina University; Rhode Island College; Western Kentucky University; Washburn University; York University; University of Missouri; Western Michigan University; Portland State University; Butler University; George Mason University; Ohio State University; University of Essex; University of Southern California","keywords":"Social work; Work (physics); Sociology; Engineering ethics; Project commissioning; Medical education; Psychology; Publishing; Medicine; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001105292,0.0001484318,0.000192062,0.000136328,0.003511623,0.0003174126,0.0002705701,0.0002238985,0.002023302],"category_scores_gemma":[0.0005058437,0.0001760493,0.00008749853,0.007487616,0.0003448852,0.001007266,0.00003347989,0.0004600073,0.0006407638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004637837,"about_ca_system_score_gemma":0.0007490124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005596288,"about_ca_topic_score_gemma":0.0001693039,"domain_scores_codex":[0.9979666,0.0005136607,0.0002862787,0.0003476399,0.0004321047,0.0004537315],"domain_scores_gemma":[0.9988037,0.000845677,0.0001040949,0.00008112977,0.00008182513,0.00008361077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002338064,0.00007899967,0.006848606,0.00001541975,0.00001072911,0.000002673024,0.06842767,0.000001808115,0.000001132748,0.3380762,0.04355182,0.5429615],"study_design_scores_gemma":[0.00006347545,0.000005029561,0.009842739,0.00005099809,0.00001543226,1.440457e-7,0.03936446,2.197338e-7,0.000001214801,0.02822404,0.9222354,0.0001968784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02455148,0.01956709,0.0001968611,0.08405705,0.0145545,0.0004683143,0.000003031309,0.0004989773,0.8561027],"genre_scores_gemma":[0.9581412,0.0005604759,0.0006077585,0.0008058868,0.006633887,0.0001282276,0.00001239685,0.00003233076,0.03307784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9335897,"threshold_uncertainty_score":0.998889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04805375736546676,"score_gpt":0.4236954149259978,"score_spread":0.375641657560531,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}